decentralized-learning

There are 14 repositories under decentralized-learning topic.

  • JonasGeiping/breaching

    Breaching privacy in federated learning scenarios for vision and text

    Language:Python24941259

  • Raiden-Zhu/Generalization-of-DSGD

    The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"

    Language:Python32312

  • Raiden-Zhu/ICML-2023-DSGD-and-SAM

    [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent

    Language:Python15305

  • Sakshi09Ch/CoDeC

    [TMLR] CoDeC: Communication-Efficient Decentralized Continual Learning

    Language:Python90

  • VITA-Group/VGAI

    [IEEE TSIPN' 2022] "Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks", by Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Wenqing Zheng, Zhangyang Wang, Alejandro Ribeiro, and Brian M. Sadler

    Language:Python9913

  • vzantedeschi/Dada

    source code of AISTATS 2020 paper: Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs

    Language:Jupyter Notebook9106

  • basiralab/reproducibleFedGNN

    Investigating the reproducibility of federated GNN models

    Language:Python8203

  • tnurbek/capride-learning

    [CVPR 2023] CaPriDe Learning: Confidential and Private Decentralized Learning based on Encryption-friendly Distillation Loss

    Language:Python7

  • ahnaflodhi/FLAGS-FL

    Device-to-Device (D2D) and assocaited Federated Learning simulation in Python using Pytorch for Learning operations. Implemented simultaneous operation of multiple FL modes.

    Language:Python3

  • yukiTakezawa/BaseGraph

    code for "Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence"

    Language:Jupyter Notebook3101

  • spoluan/federated_learning_mnistdigit

    Decentralized and Privacy-Preserving Machine Learning: Exploring the Power of Federated Learning.

    Language:Jupyter Notebook2200

  • zeyneddinoz/subMFL

    subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment

    Language:Jupyter Notebook1101

  • tayyab-004/Federated-Learning-with-MNIST

    Handwritten Digit Classification using Federated Learning

    Language:Jupyter Notebook00

  • personx000/meta-learning-lstm-pytorch

    pytorch implementation of Optimization as a Model for Few-shot Learning

    Language:Python10